Jiming Liu 0001 - researchr alias

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2025

2024

Web Intelligence: In search of a better connected worldNing Zhong 0001, Jiming Liu 0001, Yiyu Yao. wias, 22(1):5-13, 2024. [doi]

Learning continuous network emerging dynamics from scarce observations via data-adaptive stochastic processesJiaxu Cui, Qipeng Wang, Bingyi Sun, Jiming Liu 0001, Bo Yang 0002. chinaf, 67(12), 2024. [doi]

Strategic Disease Control via Complex Systems Modeling: Computational Methods and Empirical Validation of Population-Level Interventions and Individual Decision-MakingLiu Feng, Yang Liu 0007, Jiming Liu 0001. webi 2024: 529-534 [doi]

LLaCE: Locally Linear Contrastive EmbeddingRuichen Liu, Yang Liu, Jiming Liu 0001. WWW 2024: 517-520 [doi]

Commonality and Individuality-Based Subspace LearningJinfu Ren, Yang Liu 0007, Jiming Liu 0001. tcyb, 54(3):1456-1469, March 2024. [doi]

A Physics-Guided Attention-Based Neural Network for Sea Surface Temperature PredictionBenyun Shi, Liu Feng, Hailun He, Yingjian Hao, Yue Peng, Miao Liu 0003, Yang Liu 0007, Jiming Liu 0001. tgrs, 62:1-13, 2024. [doi]

Mutually Adaptable LearningQi Tan, Yang Liu 0007, Jiming Liu 0001. tetci, 8(1):240-254, February 2024. [doi]

2023

Complex Network Evolution Model Based on Turing Pattern DynamicsDong Li, Wenbo Song, Jiming Liu 0001. pami, 45(4):4229-4244, April 2023. [doi]

Epidemiology-aware Deep Learning for Infectious Disease Dynamics PredictionMutong Liu, Yang Liu, Jiming Liu 0001. CIKM 2023: 4084-4088 [doi]

Vaccine Allocation Strategy for Addressing Vaccine-Induced Asymptomatic InfectionsAibin Tang, Yineng Gao, Miao Liu, Yue Peng, Jiming Liu 0001, Benyun Shi. webi 2023: 569-575 [doi]

Reinforcement Learning in Healthcare: A SurveyChao Yu, Jiming Liu 0001, Shamim Nemati, Guosheng Yin. ACM Comput. Surv., 55(2), 2023. [doi]

A Novel Graph Indexing Approach for Uncovering Potential COVID-19 Transmission ClustersXuliang Zhu, Xin Huang 0001, Longxu Sun, Jiming Liu 0001. tkdd, 17(2), February 2023. [doi]

Efficient and Optimal Algorithms for Tree Summarization With Weighted TerminologiesXuliang Zhu, Xin Huang 0001, Byron Choi, Jianliang Xu, William K. Cheung, Yanchun Zhang, Jiming Liu 0001. tkde, 35(3):2500-2514, March 2023. [doi]

2022

Scalable and Parallel Deep Bayesian Optimization on Attributed GraphsJiaxu Cui, Bo Yang 0002, Bingyi Sun, Xia Hu, Jiming Liu 0001. tnn, 33(1):103-116, 2022. [doi]

Dynamic Robustness Analysis of a Two-Layer Rail Transit Network ModelChao Gao, Yi Fan, Shihong Jiang, Yue Deng 0003, Jiming Liu 0001, Xianghua Li. tits, 23(7):6509-6524, 2022. [doi]

A Discrete Moth-Flame Optimization With an $l_2$-Norm Constraint for Network ClusteringXianghua Li, Xin Qi, Xingjian Liu, Chao Gao, Zhen Wang 0004, Fan Zhang, Jiming Liu 0001. tnse, 9(3):1776-1788, 2022. [doi]

Active Surveillance via Group Sparse Bayesian LearningHongbin Pei, Bo Yang 0002, Jiming Liu 0001, Kevin Chen-Chuan Chang. pami, 44(3):1133-1148, 2022. [doi]

Complex brain activity analysis and recognition based on multiagent methodsHao Lan Zhang, Jiming Liu 0001, Margaret Gillon-Dowens. concurrency, 34(8), 2022. [doi]

2021

Robustness Evaluation of Multipartite Complex Networks Based on Percolation TheoryQing Cai, Sameer Alam, Mahardhika Pratama, Jiming Liu 0001. tsmc, 51(10):6244-6257, 2021. [doi]

DeepDRIM: a deep neural network to reconstruct cell-type-specific gene regulatory network using single-cell RNA-seq dataJiaxing Chen, Chinwang Cheong, Liang Lan, Xin Zhou, Jiming Liu 0001, Aiping Lyu, William K. Cheung, Lu Zhang. bib, 22(6), 2021. [doi]

Cost-aware Graph Generation: A Deep Bayesian Optimization ApproachJiaxu Cui, Bo Yang, Bingyi Sun, Jiming Liu 0001. AAAI 2021: 7142-7150 [doi]

Modeling Influence Diffusion over Signed Social NetworksDong Li, Jiming Liu 0001. tkde, 33(2):613-625, 2021. [doi]

Hybrid Embedding via Cross-Layer Random Walks on Multiplex NetworksBenyun Shi, Jianan Zhong, Hongjun Qiu, Qing Bao, Kai Liu, Jiming Liu 0001. tnse, 8(2):1815-1827, 2021. [doi]

Demystifying Deep Learning in Predictive Spatiotemporal Analytics: An Information-Theoretic FrameworkQi Tan, Yang Liu 0007, Jiming Liu 0001. tnn, 32(8):3538-3552, 2021. [doi]

Heterogeneous neural metric learning for spatio-temporal modeling of infectious diseases with incomplete dataQi Tan, Yang Liu, Jiming Liu 0001, Benyun Shi, Shang Xia, Xiao-Nong Zhou. ijon, 458:701-713, 2021. [doi]

Medication Combination Prediction Using Temporal Attention Mechanism and Simple Graph ConvolutionHaiqiang Wang, Yinying Wu, Chao Gao, Yue Deng, Fan Zhang, Jiajin Huang, Jiming Liu 0001. titb, 25(10):3995-4004, 2021. [doi]

2020

Computational Epidemiology - From Disease Transmission Modeling to Vaccination Decision MakingJiming Liu 0001, Shang Xia. Springer, 2020. [doi]

Identifying Key Opinion Leaders in Social Media via Modality-Consistent Harmonized Discriminant EmbeddingYang Liu 0007, Zhonglei Gu, Tobey H. Ko, Jiming Liu 0001. tcyb, 50(2):717-728, 2020. [doi]

Breakup of Directed Multipartite NetworksQing Cai, Mahardhika Pratama, Sameer Alam, Chunyao Ma, Jiming Liu 0001. tnse, 7(3):947-960, 2020. [doi]

Hierarchical Clustering of Bipartite Networks Based on Multiobjective OptimizationQing Cai, Jiming Liu 0001. tnse, 7(1):421-434, 2020. [doi]

On the Robustness of Complex Systems With Multipartitivity Structures Under Node AttacksQing Cai, Sameer Alam, Jiming Liu 0001. tcns, 7(1):106-117, 2020. [doi]

Multi-objective Discrete Moth-Flame Optimization for Complex Network ClusteringXingjian Liu, Fan Zhang, Xianghua Li, Chao Gao, Jiming Liu 0001. ismis 2020: 372-382 [doi]

AutoTrajectory: Label-Free Trajectory Extraction and Prediction from Videos Using Dynamic PointsYuexin Ma, Xinge Zhu, Xinjing Cheng, Ruigang Yang, Jiming Liu 0001, Dinesh Manocha. eccv 2020: 646-662 [doi]

Metric-Guided Multi-task LearningJinfu Ren, Yang Liu 0007, Jiming Liu 0001. ismis 2020: 21-31 [doi]

Mesoscale Anisotropically-Connected LearningQi Tan, Yang Liu 0007, Jiming Liu 0001. ismis 2020: 171-180 [doi]

Motif-aware diffusion network inferenceQi Tan, Yang Liu, Jiming Liu 0001. ijdsa, 9(4):375-387, 2020. [doi]

Editorial: Computational Social Science as the ultimate Web IntelligenceXiaohui Tao, Juan Domingo Velasquez-Silva, Jiming Liu 0001, Ning Zhong 0001. www, 23(3):1743-1745, 2020. [doi]

Computational Intelligence Techniques for Combating COVID-19: A SurveyVincent S. Tseng, Josh Jia-Ching Ying, Stephen T. C. Wong, Diane J. Cook, Jiming Liu 0001. cim, 15(4):10-22, 2020. [doi]

[Guest Editorial]Vincent S. Tseng, Stephen T. C. Wong, Diane J. Cook, Jiming Liu 0001. cim, 15(4):8-9, 2020. [doi]

Graph Convolutional Architectures via Arbitrary Order of Information AggregationChunpeng Zhou, Benyun Shi, Hongjun Qiu, Jiming Liu 0001. access, 8:92802-92813, 2020. [doi]

2019

Mining Spatiotemporal Diffusion Network: A New Framework of Active Surveillance PlanningHechang Chen, Bo Yang 0002, Jiming Liu 0001, Xiao-Nong Zhou, Philip S. Yu. access, 7:108458-108473, 2019. [doi]

Next Generation Technology for Epidemic Prevention and Control: Data-Driven Contact TrackingHechang Chen, Bo Yang 0002, Hongbin Pei, Jiming Liu 0001. access, 7:2633-2642, 2019. [doi]

Even central users do not always drive information diffusionChao Gao, Zhen Su, Jiming Liu 0001, Jürgen Kurths. CACM, 62(2):61-67, 2019. [doi]

Grassroots VS elites: Which ones are better candidates for influence maximization in social networks?Dong Li, Wei Wang 0169, Jiming Liu 0001. ijon, 358:321-331, 2019. [doi]

EWGAN: Entropy-Based Wasserstein GAN for Imbalanced LearningJinfu Ren, Yang Liu 0007, Jiming Liu 0001. AAAI 2019: 10011-10012 [doi]

EpiRep: Learning Node Representations through Epidemic Dynamics on NetworksBenyun Shi, Jianan Zhong, Qing Bao, Hongjun Qiu, Jiming Liu 0001. webi 2019: 486-492 [doi]

Unifying Structural Proximity and Equivalence for Network EmbeddingBenyun Shi, Chunpeng Zhou, Hongjun Qiu, Xiaobin Xu, Jiming Liu 0001. access, 7:106124-106138, 2019. [doi]

Deep Inverse Reinforcement Learning for Sepsis TreatmentChao Yu, Guoqi Ren, Jiming Liu 0001. ichi 2019: 1-3 [doi]

Inverse reinforcement learning for intelligent mechanical ventilation and sedative dosing in intensive care unitsChao Yu, Jiming Liu 0001, Hongyi Zhao. midm, 19-S(2):111-120, 2019. [doi]

Incorporating causal factors into reinforcement learning for dynamic treatment regimes in HIVChao Yu, Yinzhao Dong, Jiming Liu 0001, Guoqi Ren. midm, 19-S(2):19-29, 2019. [doi]

2018

An interview with Professor Raj Reddy on Web Intelligence (WI) and Computational Social Science (CSS)Ning Zhong 0001, Jiming Liu 0001, Yong Shi, Yiyu Yao. wias, 16(3):143-146, 2018. [doi]

Semi-Supervised Ensemble Clustering Based on Selected Constraint ProjectionZhiwen Yu 0002, Peinan Luo, Jiming Liu 0001, Hau-San Wong, Jane You, Guoqiang Han, Jun Zhang 0003. tkde, 30(12):2394-2407, 2018. [doi]

Multi-Modal Media Retrieval via Distance Metric Learning for Potential Customer DiscoveryYang Liu 0007, Zhonglei Gu, Tobey H. Ko, Jiming Liu 0001. webi 2018: 310-317 [doi]

Partially Observable Reinforcement Learning for Sustainable Active SurveillanceHechang Chen, Bo Yang 0002, Jiming Liu 0001. ksem 2018: 425-437 [doi]

Automatic Extraction of Behavioral Patterns for Elderly Mobility and Daily Routine AnalysisChen Li, William K. Cheung, Jiming Liu 0001, Joseph Kee-Yin Ng. tist, 9(5), 2018. [doi]

Group Sparse Bayesian Learning for Active Surveillance on Epidemic DynamicsHongbin Pei, Bo Yang, Jiming Liu 0001, Lei Dong. AAAI 2018: 800-807 [doi]

Public Health Surveillance with Incomplete Data - Spatio-Temporal Imputation for Inferring Infectious Disease DynamicsQi Tan, Jiming Liu 0001, Benyun Shi, Yang Liu 0007, Xiao-Nong Zhou. ichi 2018: 255-264 [doi]

Motif-Aware Diffusion Network InferenceQi Tan, Yang Liu, Jiming Liu 0001. pakdd 2018: 638-650 [doi]

Learning Bayesian Network Structure by Self-Generating Prior Information: The Two-Step Clustering-Based StrategyYikun Zhang, Yang Liu 0007, Jiming Liu 0001. AAAI 2018: 530-537 [doi]

Constructing weighted networks based on EEG data segmentation for brain wave pattern recognitionHao Lan Zhang, Xingsen Li, Jiming Liu 0001, Yiu-ming Cheung. icaci 2018: 852-855 [doi]

2017

2014

Inferring disease transmission networks at a metapopulation levelXiaofei Yang, Jiming Liu 0001, Xiao-Nong Zhou, William Kwok-Wai Cheung. hisas, 2(1):8, 2014. [doi]

2009

Grounding Collaborative Learning in Semantics-Based CritiquingWilliam K. Cheung, Anders I. Mørch, Kelvin C. Wong, Cynthia Lee, Jiming Liu 0001, Mason H. Lam. In Syed Mahbubur Rahman, editor, Methods and Applications for Advancing Distance Education Technologies - International Issues and Solutions. pages 106-119, IGI Global, 2009. [doi]

2008

Autonomy-Oriented Computing (AOC): The Nature and Implications of a Paradigm for Self-Organized ComputingJiming Liu 0001. icnc 2008: 3-11 [doi]

2005

OntoPlan: semantic Web based planningJiming Liu 0001, Chi Kuen Wong, Hin Hang Tsang. amt 2005: 568-573 [doi]

Dynamic Sub-Ontology Evolution for Collaborative Problem SolvingYuxin Mao, William K. Cheung, Zhaohui Wu 0001, Jiming Liu 0001. aaaifs 2005: 1-8 [doi]

2002

Adaptive distributed cachingMarkus J. Kaiser, Kwok Ching Tsui, Jiming Liu 0001. cec 2002: 1810-1815 [doi]

Evolutionary diffusion optimization. II. Performance assessmentKwok Ching Tsui, Jiming Liu 0001. cec 2002: 1284-1289 [doi]

Evolutionary diffusion optimization.I. Description of the algorithmKwok Ching Tsui, Jiming Liu 0001. cec 2002: 169-174 [doi]

1999

Evolutionary self-organization of an artificial potential field map with a group of autonomous robotsJiming Liu 0001, Jian-Bing Wu, David A. Maluf. cec 1999: 350-357 [doi]

Analytical and experimental results on multiagent cooperative behavior evolutionJiming Liu 0001, Jian-Bing Wu, Xun Lai. cec 1999: 1732-1739 [doi]

1997

Multiresolution analysis in extraction of reference lines from documents with gray level backgroundYuan Yan Tang, Hong Ma 0001, Jiming Liu 0001, Bing F. Li, Dihua Xi. pami, 19(8):921-926, 1997. [doi]

1991

Qualitative analysis of task kinematics for compliant motion planningJiming Liu 0001, Laeeque Daneshmend. icra 1990: 1258-1265 [doi]

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